English

Cutoff for the East process

Probability 2014-12-22 v3 Mathematical Physics math.MP

Abstract

The East process is a 1D kinetically constrained interacting particle system, introduced in the physics literature in the early 90's to model liquid-glass transitions. Spectral gap estimates of Aldous and Diaconis in 2002 imply that its mixing time on LL sites has order LL. We complement that result and show cutoff with an O(L)O(\sqrt{L})-window. The main ingredient is an analysis of the front of the process (its rightmost zero in the setup where zeros facilitate updates to their right). One expects the front to advance as a biased random walk, whose normal fluctuations would imply cutoff with an O(L)O(\sqrt{L})-window. The law of the process behind the front plays a crucial role: Blondel showed that it converges to an invariant measure ν\nu, on which very little is known. Here we obtain quantitative bounds on the speed of convergence to ν\nu, finding that it is exponentially fast. We then derive that the increments of the front behave as a stationary mixing sequence of random variables, and a Stein-method based argument of Bolthausen ('82) implies a CLT for the location of the front, yielding the cutoff result. Finally, we supplement these results by a study of analogous kinetically constrained models on trees, again establishing cutoff, yet this time with an O(1)O(1)-window.

Keywords

Cite

@article{arxiv.1312.7863,
  title  = {Cutoff for the East process},
  author = {Shirshendu Ganguly and Eyal Lubetzky and Fabio Martinelli},
  journal= {arXiv preprint arXiv:1312.7863},
  year   = {2014}
}

Comments

33 pages, 2 figures

R2 v1 2026-06-22T02:37:13.717Z